Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "144"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 144 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 241 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 226 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_20350/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 144, Node 14:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.359545 0.279267 -0.083227 20.841862 -1.193267 18.060221 -0.096582 24.889146 0.8064 0.8153 0.2344 14.019743 16.912244
2459593 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.637112 -0.180281 -0.059890 8.485024 -0.011597 3.140917 2.659110 2.151650 0.7460 0.7474 0.2478 6.515757 6.712771
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.096064 -1.184882 -0.468467 -0.070195 -0.001533 -0.999756 1.381383 -0.060841 0.0315 0.0311 0.0008 nan nan
2459591 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.217395 -0.576569 0.210770 3.284115 -0.865646 3.639909 -0.012626 0.390486 0.6918 0.7049 0.3634 7.532476 6.772789
2459590 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.949958 -1.273406 0.117750 -0.687291 -1.173440 -0.224614 -0.613685 -0.700228 0.6935 0.7025 0.3568 9.067799 8.313428
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.104371 -1.003819 -0.147860 -0.865567 -0.758599 21.408356 -0.135283 1.702941 0.7353 0.7292 0.2778 8.395519 8.568803
2459588 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.503216 -1.074737 0.089462 3.861354 -0.469149 0.164492 0.343522 0.587485 0.7893 0.7708 0.2257 12.730008 11.171896
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% -0.734740 -1.246608 0.819764 6.741769 -0.745925 4.980495 2.405368 0.236964 nan nan nan 7.723702 7.526349
2459586 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.493239 -1.487265 -0.888729 -0.675192 -1.216736 1.085481 0.097566 -0.094183 0.6840 0.6955 0.3517 6.626937 6.251724
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.381086 -0.734490 -0.594739 -0.411776 -0.681417 4.116726 1.554266 8.634148 0.0337 0.0327 0.0007 0.000000 0.000000
2459584 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.255177 0.042111 -1.225608 12.454830 -0.881866 18.071393 -0.666330 -0.410020 0.6346 0.6449 0.3599 3.834452 3.361509
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.834093 0.106760 -1.023346 5.327248 -1.232641 1.648874 -0.810386 5.185775 0.6974 0.7053 0.3731 0.000000 0.000000
2459582 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.661613 0.327109 -0.664795 4.828540 -1.347683 2.694392 -0.836143 9.717403 0.6966 0.7054 0.3763 5.738484 6.121149
2459581 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.898749 0.985474 -0.892414 5.712402 -1.064325 3.259026 -0.556789 10.861877 0.7010 0.7088 0.3720 4.922748 3.939431
2459580 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.390418 0.567993 -0.634160 5.819982 -1.530069 3.619197 -0.704548 19.268488 0.6972 0.7051 0.3712 0.000000 0.000000
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.660942 0.734671 -0.638778 6.771113 -1.294841 3.166560 -0.454599 1.315241 0.6922 0.7007 0.3766 5.367450 5.139078
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.485890 2.056944 -0.848900 3.031089 -0.424936 7.002217 0.158607 29.685283 0.0341 0.0351 0.0007 nan nan
2459577 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.601147 0.799264 -0.981104 5.012526 -0.968092 3.867321 -0.567119 -0.253390 0.6945 0.7012 0.3781 6.104398 5.465215
2459576 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.851194 -0.092172 -0.709113 2.767630 -0.258378 2.165708 0.313924 -0.605198 0.7177 0.7262 0.3729 7.384126 7.050009
2459575 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.237310 -1.042259 -0.875366 2.269299 -1.332755 2.648349 -0.918585 1.813876 0.7754 0.7740 0.3197 5.029814 4.664129
2459574 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.240423 -0.453733 -0.783081 2.212320 -0.368493 2.499365 -0.187039 -0.399112 0.7167 0.7264 0.3655 6.681921 6.955628
2459573 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.321824 0.572076 -0.963020 2.831706 -1.161484 60.644246 -0.770489 12.132236 0.7137 0.7157 0.3698 7.664980 5.297248
2459572 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.507688 0.670294 -0.865096 2.739309 -0.811982 2.486178 -0.188843 -1.046621 0.7129 0.7150 0.3737 5.018585 4.761106
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - -0.245731 1.491086 -0.781518 1.845908 -0.523715 39.268502 0.014884 -0.038931 0.0349 0.0355 0.0010 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.497300 0.382878 -0.789657 4.349748 -1.022686 3.800700 -0.596143 3.607018 0.7912 0.7868 0.2288 6.181479 4.976629
2459566 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.426291 -1.263656 -0.803957 1.870413 -1.237866 0.287695 1.583461 4.718351 0.7018 0.7109 0.3917 7.136295 6.646949
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.219847 -0.219847 -0.209612 -0.209612 0.543918 0.543918 0.058520 0.058520 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.087652 -0.913979 -0.659568 -1.324667 0.170702 0.673240 1.895825 2.801023 0.7259 0.7247 0.3840 6.133137 5.335127
2459563 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.662710 -1.485667 -0.982194 -0.194495 -1.364602 -1.104597 -0.382549 0.261135 0.7195 0.7234 0.3773 5.074911 4.651958
2459562 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.037493 -0.973206 -0.242902 -1.718354 0.282781 -1.398638 0.080897 2.119217 0.7249 0.7280 0.3696 4.038424 3.429482
2459561 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.907163 -0.617237 -0.282419 -1.490955 0.117074 -0.848630 -0.295855 2.219978 0.7227 0.7282 0.3693 3.597619 3.178051
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.227923 -1.005345 -0.342294 -1.785528 0.570521 -0.404122 0.256963 0.566482 0.7199 0.7210 0.3744 3.326050 2.883933
2459558 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.554868 -0.603369 -0.746597 1.554161 -1.385926 0.328196 -0.265094 0.949877 0.7231 0.7217 0.3792 4.595689 4.025678
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0334 0.0322 0.0008 nan nan
2459556 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.785363 -0.513339 -0.763527 2.041004 -0.876272 -0.218665 -1.031180 -1.621329 0.7205 0.7208 0.3789 4.345263 3.662187
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7239 0.7237 0.3847 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7219 0.7200 0.3842 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459551 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.995008 -0.703976 -0.317629 -2.481102 0.181972 -1.888566 1.266470 -0.331507 0.7199 0.7196 0.3838 3.803757 3.126581
2459550 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0333 0.0327 0.0005 nan nan
2459549 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.188863 0.210071 -1.002273 2.895754 -1.065911 0.153999 1.516226 0.440406 0.7197 0.7201 0.3877 4.545802 3.707266
2459542 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.705742 0.917818 -0.649043 4.718748 -0.700670 3.394205 0.604287 0.216147 0.7724 0.7677 0.3391 4.090922 3.272660
2459541 RF_maintenance 100.00% 1.79% 1.79% 0.00% 100.00% 0.00% -0.728114 1.970038 -0.807991 7.149276 0.293737 5.777214 0.561251 2.167831 0.7616 0.7499 0.3162 5.183154 4.301697
2459540 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.022154 -1.834884 -0.370824 -1.438969 -0.831634 -2.214942 0.318712 -0.511047 0.7741 0.7715 0.3269 3.985964 3.334640
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.834148 0.392665 -0.960716 8.514071 0.265968 5.991877 4.114504 2.244315 0.7535 0.7520 0.3957 6.415455 4.274532
2459535 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.709654 -1.656347 -0.254580 -1.335231 -0.417019 -1.317256 0.752985 0.238298 0.8049 0.7934 0.3366 4.400341 3.477262
2459534 RF_maintenance 100.00% 98.66% 98.66% 0.00% 100.00% 0.00% 1.995141 1.816420 -0.891804 -1.847823 2.399008 4.336236 9.215517 9.227165 0.0649 0.0835 0.0128 1.190394 1.193020
2459533 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.309763 -0.421383 -0.804107 4.465177 -0.789616 1.541032 -0.697876 -0.765643 0.7471 0.7503 0.3802 4.909438 3.598477
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.513809 -0.395291 -0.981045 5.750109 -1.067559 2.738317 -0.853474 -1.048502 0.7477 0.7504 0.3795 5.785707 4.170380
2459530 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.920399 -2.088113 -0.245025 -1.933064 0.092133 -1.936210 0.155284 0.884092 0.7656 0.7613 0.3737 5.226323 4.448730
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.144309 0.400351 -1.013376 4.745736 -0.476406 8.542094 0.478921 1.250040 0.9195 0.9454 0.2593 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% -1.406626 -0.350141 -0.874308 7.046213 -0.514305 5.561712 -0.140198 -1.782373 nan nan nan 7.147662 5.676337
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.801332 -0.028469 -0.967231 6.325295 -0.940261 3.980770 0.570455 1.028463 0.7297 0.7322 0.3073 8.920713 6.642954
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.194561 1.864176 -0.883888 1.636732 1.615805 1.199473 0.315515 -0.301806 0.0352 0.0336 0.0009 nan nan
2459508 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.542083 -0.930722 -1.096335 1.534281 -1.431392 0.857779 -1.040306 1.504979 0.9318 0.9564 0.1457 0.000000 0.000000
2459505 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.225427 -0.828889 -0.547713 2.897955 -0.870717 -1.119860 -0.454526 -0.679355 0.1038 0.1241 0.0064 1.242276 1.252185
2459503 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.288732 -0.991721 -0.923447 1.485972 -1.241999 2.574743 -0.367513 -0.384085 0.8926 0.8860 0.4044 0.000000 0.000000
2459501 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.413042 -1.595987 -0.450776 1.279694 -1.038537 3.352760 -0.735972 -0.915177 0.1864 0.2021 0.0351 0.000000 0.000000
2459500 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.663161 -1.735545 -1.166041 0.171038 -1.130339 0.877220 -0.350268 -0.748019 0.1917 0.2159 0.0370 0.000000 0.000000
2459499 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.829133 -1.671339 -1.323684 0.348281 -1.216965 0.582799 -0.362099 -0.884920 0.1862 0.2106 0.0202 0.000000 0.000000
2459498 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.447715 -0.928609 -0.665280 0.904883 -0.703682 1.115099 -0.033930 -0.797614 0.1968 0.2118 0.0428 0.000000 0.000000
2459497 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.396933 1.184083 -0.354037 2.715718 -0.762736 4.533564 -0.517999 -0.746209 0.1988 0.2657 0.0378 0.000000 0.000000
2459496 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -2.191598 3.382348 -0.687439 4.074774 -1.247650 6.363992 -0.201424 -0.716533 0.9329 0.9348 0.3523 0.000000 0.000000
2459495 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.549032 2.898114 -0.912494 3.760878 -1.391943 5.460233 -0.394325 -0.773176 0.9305 0.9301 0.3868 0.000000 0.000000
2459494 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.752965 2.898856 -1.114133 3.874917 -1.430040 5.978780 -0.396945 -1.048838 0.9215 0.9222 0.4011 0.000000 0.000000
2459492 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.920708 1.182355 -0.363744 7.360465 -0.408759 6.922456 -0.433220 -1.974727 0.7663 0.8112 0.3269 0.000000 0.000000
2459491 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -2.160329 1.902637 -0.420530 7.562897 -0.488381 10.830668 -0.282581 1.493856 0.8013 0.8225 0.2656 0.000000 0.000000
2459490 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.513760 1.077059 -0.664015 7.865788 -0.335861 5.505898 -0.144507 -0.899220 0.7546 0.8036 0.3684 0.000000 0.000000
2459489 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.457787 -1.212841 -0.625538 3.639592 -0.543308 3.118893 -0.796938 -0.644706 0.7715 0.8112 0.3217 0.000000 0.000000
2459488 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.560072 -0.578416 -0.665557 5.525979 -0.702653 3.259936 -0.069781 -1.365362 0.7737 0.8142 0.3531 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 144: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 15.173855 0.364786 -0.758943 0.123087 0.565883 0.260949 -0.891648 15.173855 2.685448

Antenna 144: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Power 2.089853 -0.401689 -0.213345 -0.809578 2.089853 -0.907954 0.137603 0.706776 0.360530

Antenna 144: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 0.892592 -1.230401 -0.325047 -0.086765 -0.699521 -0.541487 0.892592 0.344025 0.291147

Antenna 144: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Discontinuties 2.741347 0.243754 -0.967862 0.702813 0.728731 0.190432 1.201150 0.351078 2.741347

Antenna 144: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Discontinuties 2.408889 -0.184850 -0.912776 -0.712262 1.711989 0.801657 1.261293 0.202835 2.408889

Antenna 144: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 4.737498 -1.159054 -0.149802 -0.606291 -0.398389 0.041313 1.301645 2.881490 4.737498

Antenna 144: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 2.388416 0.217027 -1.086685 2.293950 2.356078 1.706199 1.393928 2.388416 2.114622

Antenna 144: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 144: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Power 3.418458 -0.108093 -0.178528 3.418458 3.180119 -1.239716 -1.605278 0.203265 0.317884

Antenna 144: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 7.034908 0.832826 1.810445 7.034908 6.978203 2.126091 4.428615 0.702112 0.811374

Antenna 144: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Variability 13.462345 5.676067 3.661695 6.287502 5.627293 13.462345 10.812252 0.597941 0.420249

Antenna 144: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 10.941991 4.420748 3.439198 10.941991 8.743382 6.518076 10.501739 3.137549 3.252928

Antenna 144: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Power 2.902789 1.445732 1.678067 2.902789 2.383226 2.803648 0.915427 1.498355 1.660628

Antenna 144: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Power 2.411950 0.686899 1.493120 1.686256 2.411950 1.815857 2.198666 1.478481 1.014327

Antenna 144: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 28.933816 4.124564 0.778480 7.836302 3.218663 4.592728 2.325987 28.933816 3.467659

Antenna 144: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 10.848958 4.011750 1.543015 8.558582 5.970181 10.848958 2.647515 5.263626 6.635241

Antenna 144: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Power 9.495707 3.848193 2.964245 9.495707 7.336529 5.254605 6.006940 3.431859 2.598564

Antenna 144: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Variability 4.435138 2.889012 2.837189 4.127409 3.236744 4.435138 3.314976 2.794521 1.897969

Antenna 144: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Power 4.091243 2.970405 2.239005 3.657299 4.091243 4.086024 3.079108 2.152154 1.877067

Antenna 144: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 18.271850 6.593454 3.970545 18.271850 13.422868 4.623266 14.783330 4.137944 3.874459

Antenna 144: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 28.426773 2.510648 3.391756 5.046880 10.486436 1.116268 28.426773 0.942055 16.951392

Antenna 144: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 12.698318 5.345686 3.365566 12.698318 8.858226 3.167267 8.084205 4.329712 4.342490

Antenna 144: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Variability 15.811025 3.015657 5.107898 9.100622 14.455621 15.811025 9.436218 6.832102 7.661433

Antenna 144: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 2.714457 0.819215 2.584509 1.584458 2.714457 1.567465 2.659179 0.925876 1.277246

Antenna 144: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 8.442440 1.549384 3.924496 4.051339 8.442440 3.676072 2.690462 5.138493 2.885064

Antenna 144: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 7.372613 3.853950 1.300439 7.372613 3.353503 5.575046 3.340819 2.857530 3.311103

Antenna 144: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 9.801101 2.154430 4.364580 3.940411 8.780103 4.186501 9.801101 6.927086 3.443928

Antenna 144: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 6.005255 2.028769 3.090317 2.800709 6.005255 -0.043921 4.616126 1.247110 3.896673

Antenna 144: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Discontinuties 7.431587 0.169043 2.995548 1.115000 3.658584 5.538606 0.962709 2.649989 7.431587

Antenna 144: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 90.697505 3.692137 3.331889 9.361455 12.870211 6.861050 90.697505 11.440540 7.591582

Antenna 144: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 20.786784 4.607366 5.056356 9.927666 9.889365 12.300361 20.786784 5.674190 4.491876

Antenna 144: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Variability 7.184613 3.209269 1.742078 5.605479 3.051913 7.184613 2.003205 2.529555 1.440074

Antenna 144: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Variability 9.337027 2.390432 3.028996 6.807783 8.379235 9.337027 2.152168 6.853514 3.835422

Antenna 144: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Shape 4.991581 4.991581 3.933309 2.206963 2.062515 0.212707 -0.370318 3.361707 2.747892

Antenna 144: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 Not Found ee Shape 10.538114 4.294225 10.538114 1.458103 4.420098 -0.465080 4.585061 1.946467 3.684977

Antenna 144: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Variability 3.632323 -0.197606 2.850527 0.828138 3.246878 3.180379 3.632323 1.591365 1.302137

Antenna 144: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 38.641843 3.205040 3.909956 1.811860 2.248926 6.308281 5.043182 30.226134 38.641843

Antenna 144: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 13.433722 2.499307 2.118484 12.308071 8.352840 9.125486 13.433722 3.505278 2.441470

Antenna 144: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Shape 7.656741 5.033868 7.656741 3.626369 5.446664 0.424207 0.484926 2.525521 2.454250

Antenna 144: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Shape 15.369164 15.369164 12.071871 6.408662 4.318027 -0.707937 -0.444249 4.621341 3.366959

Antenna 144: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 12.015803 5.672095 6.897649 4.513651 6.207413 5.587947 12.015803 4.609230 4.083541

Antenna 144: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Power 12.007882 2.446137 -0.629946 12.007882 0.162732 6.570147 -0.778664 3.194591 0.225085

Antenna 144: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Variability 3.553667 -0.051946 1.368606 0.353137 3.398842 0.491253 3.553667 0.765856 2.178995

Antenna 144: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 23.683623 2.158243 4.413521 0.831655 1.635484 3.139424 0.426996 23.683623 2.105962

Antenna 144: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 27.284397 2.332430 4.119965 0.800638 1.626101 0.959168 0.424181 27.284397 2.421769

Antenna 144: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 22.244675 3.312204 5.244945 1.273824 1.776782 1.053211 2.606124 22.244675 2.377131

Antenna 144: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 38.303222 1.137201 2.263493 4.982894 8.801712 5.702563 1.853549 38.303222 3.006741

Antenna 144: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 8.119761 3.671228 2.581562 1.378512 1.048826 5.171857 -0.103489 2.441733 8.119761

Antenna 144: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Variability 7.604140 -0.832984 2.591300 -0.640871 1.071271 2.275439 7.604140 4.582085 1.638867

Antenna 144: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 64.832613 -0.769679 1.630087 -0.217995 0.423608 5.466801 -0.052788 64.832613 2.071026

Antenna 144: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 7.457190 -1.088903 1.309004 -0.099305 0.206465 0.393519 2.544909 7.457190 2.149341

Antenna 144: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 8.766822 -0.821408 1.108540 -0.084535 -0.107751 -0.383490 -0.015964 8.766822 0.848270

Antenna 144: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 24.923984 -0.330121 12.117948 1.944651 24.923984 1.794801 17.509833 1.122407 7.275276

Antenna 144: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Shape 4.694735 0.921627 4.694735 0.122005 3.453579 3.703467 1.472946 1.833428 4.443788

Antenna 144: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 25.804719 3.614803 0.468014 1.758509 -0.415888 25.804719 1.493697 2.065325 1.352433

Antenna 144: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Shape 9.919359 0.567694 9.919359 -0.072851 6.260595 0.657076 1.212940 2.158190 4.981708

Antenna 144: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Shape 10.348821 0.298709 10.348821 -0.287988 4.915952 -0.331526 1.504181 1.425800 4.982991

Antenna 144: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Shape 6.436553 0.575825 6.436553 -0.244025 3.322581 3.619520 -0.858377 1.960232 5.757105

Antenna 144: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Power 31.264000 -0.026414 10.462044 1.382121 31.264000 0.971955 23.604609 2.068972 8.926518

Antenna 144: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Shape 9.189709 9.189709 0.701063 4.535310 -0.108589 0.381519 3.438924 3.727008 2.241552

Antenna 144: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Variability 69.760346 13.422443 -0.968995 37.811216 0.583429 69.760346 0.086622 13.199601 2.652290

Antenna 144: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok nn Temporal Discontinuties 9.137930 0.011061 -1.089296 0.780612 -0.656657 6.263529 -0.695177 9.137930 0.291669

Antenna 144: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 digital_ok ee Temporal Variability 1.191997 -1.152092 -1.043037 -0.660744 -0.951504 0.240420 1.191997 0.173166 0.233984

Antenna 144: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance ee Temporal Discontinuties 2.207627 -0.466968 -1.147066 0.081908 -0.007029 -0.774666 -0.636461 2.207627 -1.115382

Antenna 144: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance nn Power 1.029856 -0.919687 -1.247949 1.029856 0.405530 0.859585 0.214279 0.503880 0.080262

Antenna 144: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance ee Temporal Variability 232.009276 -1.346579 4.525040 -0.321650 12.099237 68.762188 232.009276 0.393303 1.337601

Antenna 144: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance ee Temporal Discontinuties 1.784915 -0.959270 0.403017 -1.115986 0.355654 0.176455 -0.150035 0.690871 1.784915

Antenna 144: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance nn Temporal Variability 25.004314 -0.016621 -0.381322 0.656187 0.099967 25.004314 -0.089484 1.449517 1.425906

Antenna 144: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance nn Power 0.816352 -1.188501 -1.902914 -0.490610 0.816352 0.453458 -0.881025 -0.223920 0.492201

Antenna 144: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance ee Power 3.631700 -1.589920 0.099949 -0.100385 3.631700 -1.048676 -0.001261 -0.783292 0.983983

Antenna 144: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance ee Temporal Discontinuties 1564.176370 680.892807 680.892807 631.805121 631.805121 515.376009 515.376009 1564.176370 1564.176370

Antenna 144: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance nn Temporal Discontinuties 1.595161 1.538443 1.538443 1.401811 1.401811 1.389024 1.389024 1.595161 1.595161

Antenna 144: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance ee Temporal Discontinuties 7.161610 5.153383 5.153383 5.055824 5.055824 5.222257 5.222257 7.161610 7.161610

Antenna 144: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 N14 RF_maintenance ee Power 16.990409 7.685853 9.210483 12.561592 16.990409 11.116728 16.265302 2.610025 3.781427

Antenna 144: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Temporal Discontinuties 48.382404 0.081543 0.626928 21.816111 11.530007 25.763162 9.833341 48.382404 19.628921

Antenna 144: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Temporal Discontinuties 14.674462 -0.337168 0.261250 10.840251 7.982934 6.809124 6.987781 14.674462 13.071095

Antenna 144: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Power 19.520747 -0.167241 0.875161 19.263288 19.520747 5.518918 0.374086 4.271692 4.706324

Antenna 144: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Power 20.438281 0.216372 1.219935 20.438281 20.135854 16.397088 4.561564 5.211827 4.420853

Antenna 144: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Power 16.251050 1.939644 1.593631 16.251050 11.798943 5.850591 10.366230 4.153034 2.756096

Antenna 144: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 144: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Temporal Variability 34.735733 1.374064 0.577467 10.834690 19.713269 34.735733 1.174323 5.445045 6.745506

Antenna 144: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Temporal Variability 33.042533 0.756071 0.671325 21.129514 15.432450 33.042533 4.145806 0.363856 0.489703

Antenna 144: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Temporal Variability 137.844394 0.767574 0.850225 18.185102 14.811736 137.844394 2.910609 3.870513 1.810627

Antenna 144: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Temporal Variability 101.908355 1.344757 1.524715 17.762844 27.347752 2.913517 101.908355 1.264314 7.555082

Antenna 144: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Temporal Variability 172.846217 2.452567 1.603443 44.319836 22.621877 172.846217 4.839068 7.781787 1.385356

Antenna 144: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Power 31.261579 1.344168 2.043033 18.260167 31.261579 6.893469 5.977951 1.341260 1.525153

Antenna 144: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Power 50.314144 9.031555 1.183782 50.314144 17.701968 41.287391 3.769824 1.137206 1.068587

Antenna 144: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Temporal Variability 57.943614 5.929986 10.615986 17.376046 27.761531 16.057665 57.943614 2.184499 4.386453

Antenna 144: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Power 30.041683 1.540980 0.839033 30.041683 14.466569 12.202066 5.470737 1.009387 6.811676

Antenna 144: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Power 37.000710 2.093988 2.188774 37.000710 12.994082 21.145801 7.642738 4.355851 2.291866

Antenna 144: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 144: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Temporal Variability 5.387455 3.036529 4.623088 3.498270 4.814455 5.387455 0.797154 1.724442 0.639242

Antenna 144: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Power 32.483021 2.955736 6.833999 13.802959 32.483021 14.783248 27.964315 12.420913 23.316835

Antenna 144: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 144: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 144: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 144: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 144: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 144: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 144: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
144 14 RF_maintenance nn Power 70.629634 23.150291 19.189616 70.629634 68.080686 32.802374 32.681349 7.690510 6.475240